sqlflow
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Release note of v0.3.0
Please edit this issue to add release notes below:
- Support
TO EVALUATE
clause to evaluate a model. - SQLFlow model zoo, support publicly share model definitions and models.
- Support mathematical programming using SQL
- Support feature column in XGBoost model, including training, evaluating, prediction and explaining.
- Support incremental training for both TensorFlow and XGBoost models.
- Add logs to record runtime status
- Command-line Tool support release/remove model/repo
- Support
SHOW TRAIN
statement go get original SQL - Create the SQLFlow Playground as a quick-start environment
- Improvement
- Improve the user experience on workflow mode, including improving workflow log structure, return selected rows, and diagnostic message to the GUI system.
- Improve some diagnostic messages on the workflow model.
- Supports passing all the selected columns into the prediction result table.
- Decompose the all-in-one Docker image into separated Docker images.